Pranav Saji

Machine Learning Engineer skilled in Neural Network Models and NLP with 2+ years of experience creating machine learning models and retraining systems and transforming data science prototypes to production-grade solutions. Consistently optimizes and improves real-time recommendation systems by evaluating strategies and testing changes. Consistently employs statistical methods and designs to yield real gains from model changes.

• Emotion Detection in Speech using CNN
• Developed an algorithm which identified emotions (Happy, sad etc.) from speech signal.
• Leveraged technologies like CNN, Python, MFCC Feature Extraction.
• Housing Price Prediction
• Predicted whether or not to invest in the potential assets based on their actual value predictions.
• Utilized technologies like Python, Regression, RFE.
• Bike Sharing Demand Prediction
• Modeled the demand for shared bikes with the available independent variables.
• Used tools/techniques like Numpy, Pandas, Sklearn, Regression.

• Neural Networks and Deep Learning - Coursera MOOC by deeplearning.ai
• Improving Deep Neural Network: Hyperparameter tuning, Regularization and Optimization - Coursera MOOC by deeplearning.ai
• Structuring Machine Learning Projects - Coursera MOOC by deeplearning.ai
• Introduction to FPGA Design for Embedded Systems - Coursera MOOC by University of Colorado Boulder
• Internetwork Security - NPTEL MOOC by Indian Institute of Technology
• Beginner and Intermediate Pandas Python Library for Data Science - Coursera Project Networks
• Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning - Coursera MOOC by deeplearning.ai

• Co-founded of a food chain named Frito!
• Secured 2nd position in state and achieved 104 Olympiad rank in the International Olympiad of Science.
• Secured 6th position in state and achieved 326 Olympiad rank in the International Talent Hunt Olympiad.
• Mentor of MEC LABS, Technical Project Competition.
• Core member of IEEE during Undergraduate studies
• Hosted the Robowar Event held at Govt. Model Engineering College, Kochi

● RF Sensor for Food Adulteration Detection - PIER Letters, 2020

● Emotion Detection in Speech using CNN - IJIRCCE, 2020